奈洛比摩托车运输比较数据集:燃料与电动汽车性能跟踪 (2023)
Alois Mbutura1,2, Martin Kitetu1,2, Halloran Stratford3
1EED Advisory Ltd, 50 Hamisi Rd, Nairobi 00100, Kenya.
Data in brief
|July 17, 2025
概括
这一数据集将内燃机 (ICE) 摩托车与内罗毕的电动摩托车进行比较. 它提供了运营和经济指标的数据,以告知非洲城市的电子移动转型.
科学领域:
- 运输科学 运输科学
- 可持续能源 可持续能源
- 城市规划 城市规划
背景情况:
- 有限的数据存在于非洲城市中心的摩托车出租车 (boda boda) 过渡到电动移动.
- 肯尼亚的内罗毕是研究电动摩托车在发展中国家城市的可行性的一个关键地点.
- 了解运营和经济差异对于为政策和采用战略提供信息至关重要.
研究的目的:
- 记录和提供一个数据集,比较内燃机 (ICE) 摩托车与电动摩托车在内罗毕.
- 为两种摩托车类型捕获详细的行程级和日常运营和财务数据.
- 为研究人员和政策制定者提供一个资源,他们对非洲城市的电子移动转型感兴趣.
主要方法:
- 有两个数据收集阶段:基线是ICE摩托车,过渡阶段是ICE (控制) 和电动 (处理) 摩托车.
- 通过GPS跟踪设备收集的旅行数据 (位置,速度,距离每10秒间隔).
- 通过每天的电话调查收集的财务数据 (收入,成本);通过挂在墙上的电表测量能源消耗.
主要成果:
- 该数据集包括详细的行程指标 (开始/结束时间,距离,速度) 和汇总的每日总结 (距离,收入,成本).
- 数据涵盖ICE和电动摩托车出租车的运营性能和经济因素.
- 通过排除每天第一和最后一次旅行的位置数据来维护隐私.
结论:
- 奈洛比摩托车交通比较数据集提供了一个独特的资源,用于研究在发展中城市环境中采用电动汽车的情况.
- 潜在的研究应用包括城市移动分析,电子移动采用,能源需求预测和运输经济学.
- 这些数据有助于对ICE和电动摩托车运营,经济影响和能源消耗趋势进行比较分析.
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